d2l-en VS petastorm

Compare d2l-en vs petastorm and see what are their differences.

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge. (by d2l-ai)

petastorm

Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code. (by uber)
Our great sponsors
  • Scout APM - A developer's best friend. Try free for 14-days
  • Nanos - Run Linux Software Faster and Safer than Linux with Unikernels
  • SaaSHub - Software Alternatives and Reviews
d2l-en petastorm
1 1
11,506 1,289
4.0% 3.9%
9.8 7.5
8 days ago about 1 month ago
Python Python
GNU General Public License v3.0 or later Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

d2l-en

Posts with mentions or reviews of d2l-en. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-04-30.

petastorm

Posts with mentions or reviews of petastorm. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing d2l-en and petastorm you can also consider the following projects:

horovod - Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

Pytorch-UNet - PyTorch implementation of the U-Net for image semantic segmentation with high quality images

imbalanced-regression - [ICML 2021, Long Talk] Delving into Deep Imbalanced Regression

DeepADoTS - Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".

ssd_keras - A Keras port of Single Shot MultiBox Detector

jina - Cloud-native neural search framework for ๐™–๐™ฃ๐™ฎ kind of data

ScanRefer - [ECCV 2020] ScanRefer: 3D Object Localization in RGB-D Scans using Natural Language

TF-Watcher - Monitor your ML jobs on mobile devices๐Ÿ“ฑ, especially for Google Colab / Kaggle

nni - An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

best-of-ml-python - ๐Ÿ† A ranked list of awesome machine learning Python libraries. Updated weekly.

DeepCamera - AI Face Recognition/Person Detection NVR. Machine Learning On The Edge, turn your Camera into AI-powered with Jetson Nano and telegram to protect your privacy.

einops - Deep learning operations reinvented (for pytorch, tensorflow, jax and others)